Shanmukha C. Guttula

11 papers A* 3Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
CIFE: Code Instruction-Following Evaluation.
CoRR
Sravani Gunnu, Shanmukha C. Guttula, Hima Patel
2024 J jnl
Scaling Granite Code Models to 128K Context.
CoRR
Matt Stallone, Vaibhav Saxena, Leonid Karlinsky, Bridget McGinn, Tim Bula, Mayank Mishra, Adriana Meza Soria, Gaoyuan Zhang, Aditya Prasad, Yikang Shen, Saptha Surendran, Shanmukha C. Guttula, Hima Patel, Parameswaran Selvam, Xuan-Hong Dang, Yan Koyfman, Atin Sood, Rogério Feris, Nirmit Desai, David D. Cox, Ruchir Puri, Rameswar Panda
2023 J jnl
A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks.
ACM J. Data Inf. Qual.
Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti
2023 J jnl
Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems.
CoRR
Nischal Ashok Kumar, Nitin Gupta, Shanmukha C. Guttula, Hima Patel
2022 A* conf
Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems.
KDD
Hima Patel, Shanmukha C. Guttula, Ruhi Sharma Mittal, Naresh Manwani, Laure Berti-Équille, Abhijit Manatkar
2022 — conf
Automatic Assessment of Quality of your Data for AI.
COMAD/CODS
Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
2021 J jnl
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets.
CoRR
Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha
2021 A* conf
Data Quality for Machine Learning Tasks.
KDD
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2021 — conf
Development of an Enterprise-Grade Contract Understanding System.
NAACL-HLT (Industry Papers)
Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha C. Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu
2020 A* conf
Overview and Importance of Data Quality for Machine Learning Tasks.
KDD
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2018 J jnl
Document Structure Measure for Hypernym discovery.
CoRR
Aswin Kannan, Shanmukha C. Guttula, Balaji Ganesan, Hima P. Karanam, Arun Kumar